Mitigating Reporting Bias in Semi-supervised Temporal Commonsense Inference with Probabilistic Soft Logic.
Bibo CaiXiao DingBowen ChenLi DuTing LiuPublished in: AAAI (2022)
Keyphrases
- semi supervised
- logical inference
- probabilistic logic
- probabilistic reasoning
- bayesian networks
- generative model
- inference process
- belief networks
- linear temporal logic
- semi supervised learning
- abductive reasoning
- bayesian reasoning
- probabilistic networks
- temporal information
- commonsense reasoning
- logic programming
- automated reasoning
- inference mechanism
- pairwise
- unlabeled data
- temporal context
- labeled data
- temporal reasoning
- data analysis
- probabilistic knowledge
- probabilistic inference
- temporal constraints
- probabilistic model
- spatial and temporal
- spatio temporal
- deductive reasoning
- active learning
- supervised learning
- co training
- video sequences
- business intelligence
- posterior probability
- markov logic networks
- modal logic
- statistical relational learning
- uncertain data
- semi supervised clustering
- bayesian inference
- metric learning
- temporal data